Modeling, Estimation and Optimal Filtering in Signal Processing

Mohamed Najim

ISBN 10: 1848210221 / ISBN 13: 9781848210226

Editore: ISTE LTD, 2008

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Zustand: Gut - Gebrauchs- und Lagerspuren. Innen: Seiten eingerissen. | Seiten: 400 | Sprache: Englisch | Produktart: Bücher. Codice articolo 5332114/3

Dati bibliografici

Titolo: Modeling, Estimation and Optimal Filtering ...

Casa editrice: ISTE LTD

Data di pubblicazione: 2008

Legatura: Rilegato

Condizione: Gut

Descrizione articolo

Riassunto:

The purpose of this book is to provide graduate students and practitioners with traditional methods and more recent results for model-based approaches in signal processing.
Firstly, discrete-time linear models such as AR, MA and ARMA models, their properties and their limitations are introduced. In addition, sinusoidal models are addressed.
Secondly, estimation approaches based on least squares methods and instrumental variable techniques are presented.
Finally, the book deals with optimal filters, i.e. Wiener and Kalman filtering, and adaptive filters such as the RLS, the LMS and their variants.

Informazioni sull?autore:

Mohamed Najim is Professor in signal processing at the ENSEIRB and Université Bordeaux I (France), where he leads the Signal and Image Processing group.
An IEEE Fellow, he has worked in adaptive control and in the field of 1D and n-D identification in signal and image processing.